{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "e504d2fc",
   "metadata": {},
   "outputs": [],
   "source": [
    "#数据可视化"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "fca8fc61",
   "metadata": {},
   "source": [
    "### 基础"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "de4a9d6f",
   "metadata": {},
   "source": [
    "#### 图形绘制"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "d72db0d3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(-1.0, 10.0, -1.5, 1.5)"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "x = np.linspace(0,2*np.pi) #x轴\n",
    "y = np.sin(x) #y轴\n",
    "#绘制图形\n",
    "#调整尺寸\n",
    "plt.figure(figsize=(9,6))\n",
    "plt.plot(x,y)\n",
    "#设置网格线\n",
    "plt.grid(linestyle = '--',# 样式\n",
    "         color = 'green',# 网格线颜色\n",
    "         alpha = 0.75) # 透明度\n",
    "#设置坐标轴范围\n",
    "plt.axis([-1,10,-1.5,1.5]) #-1,10是x轴，-1.5，1.5是Y轴\n",
    "#plt.xlim([-1,10])\n",
    "#plt.ylim([-1.5,1.5])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "464a3c9e",
   "metadata": {},
   "source": [
    "#### 坐标轴刻度、标签、标题"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "6cde5ddd",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{'STLiti', 'Verdana', 'STIXGeneral', 'LiSu', 'Microsoft YaHei', 'Comic Sans MS', 'Trebuchet MS', 'MS Gothic', 'cmsy10', 'Segoe UI Symbol', 'FZShuTi', 'STIXSizeOneSym', 'DejaVu Sans', 'Microsoft Yi Baiti', 'Wingdings 3', 'cmmi10', 'STXinwei', 'Tahoma', 'STIXSizeThreeSym', 'Segoe UI Emoji', 'DengXian', 'Leelawadee UI', 'Lucida Sans Unicode', 'Palatino Linotype', 'Ink Free', 'DejaVu Sans Display', 'STFangsong', 'MT Extra', 'Microsoft New Tai Lue', 'YouYuan', 'Lucida Console', 'Symbol', 'Calibri', 'Georgia', 'STIXNonUnicode', 'Franklin Gothic Medium', 'Microsoft Himalaya', 'Malgun Gothic', 'cmex10', 'SimSun-ExtB', 'Microsoft Sans Serif', 'Leelawadee', 'Gabriola', 'KaiTi', 'MingLiU-ExtB', 'FangSong', 'DejaVu Math TeX Gyre', 'STHupo', 'Segoe Script', 'Bahnschrift', 'SimHei', 'MV Boli', 'Wingdings', 'Sitka Small', 'Arial Unicode MS', 'Corbel', 'STSong', 'cmb10', 'Microsoft PhagsPa', 'Microsoft Uighur', 'Impact', 'Microsoft Tai Le', 'Consolas', 'Arial', 'STXingkai', 'Myanmar Text', 'cmr10', 'cmtt10', 'Constantia', 'STCaiyun', 'Microsoft JhengHei', 'STZhongsong', 'Mongolian Baiti', 'DejaVu Sans Mono', 'STXihei', 'cmss10', 'Segoe MDL2 Assets', 'SimSun', 'Segoe UI Historic', 'DejaVu Serif', 'Century', 'Nirmala UI', 'Sylfaen', 'STIXSizeFourSym', 'STKaiti', 'STIXSizeTwoSym', 'Wingdings 2', 'Times New Roman', 'Gadugi', 'FZYaoTi', 'Javanese Text', 'HoloLens MDL2 Assets', 'Ebrima', 'Segoe UI', 'Courier New', 'Cambria', 'STIXSizeFiveSym', 'DejaVu Serif Display', 'Candara', 'Segoe Print', 'Yu Gothic', 'Webdings'}\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, '正弦波')"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "d:\\developer\\python\\396\\lib\\site-packages\\IPython\\core\\events.py:82: UserWarning: Glyph 27491 (\\N{CJK UNIFIED IDEOGRAPH-6B63}) missing from current font.\n",
      "  func(*args, **kwargs)\n",
      "d:\\developer\\python\\396\\lib\\site-packages\\IPython\\core\\events.py:82: UserWarning: Glyph 24358 (\\N{CJK UNIFIED IDEOGRAPH-5F26}) missing from current font.\n",
      "  func(*args, **kwargs)\n",
      "d:\\developer\\python\\396\\lib\\site-packages\\IPython\\core\\events.py:82: UserWarning: Glyph 27874 (\\N{CJK UNIFIED IDEOGRAPH-6CE2}) missing from current font.\n",
      "  func(*args, **kwargs)\n",
      "d:\\developer\\python\\396\\lib\\site-packages\\IPython\\core\\pylabtools.py:152: UserWarning: Glyph 27491 (\\N{CJK UNIFIED IDEOGRAPH-6B63}) missing from current font.\n",
      "  fig.canvas.print_figure(bytes_io, **kw)\n",
      "d:\\developer\\python\\396\\lib\\site-packages\\IPython\\core\\pylabtools.py:152: UserWarning: Glyph 24358 (\\N{CJK UNIFIED IDEOGRAPH-5F26}) missing from current font.\n",
      "  fig.canvas.print_figure(bytes_io, **kw)\n",
      "d:\\developer\\python\\396\\lib\\site-packages\\IPython\\core\\pylabtools.py:152: UserWarning: Glyph 27874 (\\N{CJK UNIFIED IDEOGRAPH-6CE2}) missing from current font.\n",
      "  fig.canvas.print_figure(bytes_io, **kw)\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "# 1、图形绘制\n",
    "x = np.linspace(0,2*np.pi) # x轴\n",
    "# y轴\n",
    "y = np.sin(x) # 正弦\n",
    "plt.plot(x,y)\n",
    "# 2、设置x轴y轴刻度\n",
    "plt.xticks(np.arange(0,7,np.pi/2))\n",
    "plt.yticks([-1,0,1])\n",
    "# 3、设置x轴y轴刻度标签\n",
    "_ = plt.yticks(ticks = [-1,0,1],labels=['min','   0   ','max'],fontsize = 20,ha = 'right')\n",
    "font={'family':'serif','style':'italic','weight':'normal','color':'red','size':16}\n",
    "_ = plt.xticks(ticks = np.arange(0,7,np.pi/2),\n",
    "               # LaTex语法，输入格式为：r'$\\sigma$'  #其中的sigma对应于希腊字母的σ\n",
    "               labels = ['0',r'$\\frac{\\pi}{2}$',r'$\\pi$',r'$\\frac{3\\pi}{2}$',r'$2\\pi$'],\n",
    "               fontsize = 20,\n",
    "               fontweight = 'normal',\n",
    "               color = 'red')\n",
    "# 4、坐标轴标签，标题\n",
    "plt.ylabel('y = sin(x)',rotation = 0,\n",
    "           horizontalalignment = 'right',fontstyle = 'normal',fontsize = 20)\n",
    "# 获取电脑上的字体库\n",
    "from matplotlib.font_manager import FontManager\n",
    "fm = FontManager()\n",
    "mat_fonts = set(f.name for f in fm.ttflist)\n",
    "print(mat_fonts)\n",
    "plt.rcParams['font.sans-serif'] = 'Courier New' # 设置宋体，显示中文\n",
    "plt.title('正弦波')"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b37ceeb0",
   "metadata": {},
   "source": [
    "#### 图例"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "35037731",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x229e6b454c0>"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 900x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#plt的label属性\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "# 1、图形绘制\n",
    "x = np.linspace(0,2*np.pi) # x轴\n",
    "# y轴\n",
    "y = np.sin(x) # 正弦\n",
    "# 绘制线形图\n",
    "# 调整尺寸\n",
    "plt.figure(figsize=(9,6))\n",
    "plt.plot(x,y)\n",
    "#图例\n",
    "plt.plot(x,np.cos(x))\n",
    "plt.legend(['Sin','Cos'],fontsize = 18,loc = 'center',ncol = 2,bbox_to_anchor = [0,1.05,1,0.2])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "9ae0c168",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
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